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Development and initial validation of a deep learning algorithm to quantify histological features in colorectal carcinoma including tumour budding/poorly differentiated clusters.

Reetesh K PaiDouglas HartmanDavid F SchaefferChristophe RostySameer ShivjiRichard KirschRish K Pai
Published in: Histopathology (2021)
Our results highlight the potential of deep learning to identify and quantify a broad spectrum of histological features in colorectal carcinoma.
Keyphrases
  • deep learning
  • artificial intelligence
  • convolutional neural network
  • machine learning
  • risk assessment